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Getting Started:

  • Memristor Crossbar Training Class
  • Project Structure
  • Installation
  • Usage
  • Features
  • Contributing
  • Appendix
    • Neuromorphic Computing
    • Metal-Oxide Memristors Crossbars
    • Training Algorithm
    • Python Simulation
    • Examples
    • References

Documentation:

  • Memristor_Crossbar Documentation
    • Memristor_Crossbar
      • Memristor_Crossbar.activation_function()
      • Memristor_Crossbar.activation_function_derivative()
      • Memristor_Crossbar.all_conductances
      • Memristor_Crossbar.all_delta_ij
      • Memristor_Crossbar.all_errors
      • Memristor_Crossbar.beta
      • Memristor_Crossbar.calculate_DeltaW_ij()
      • Memristor_Crossbar.calculate_Delta_ij()
      • Memristor_Crossbar.calculate_delta_i()
      • Memristor_Crossbar.calculate_hardware_currents()
      • Memristor_Crossbar.calculate_logic_currents()
      • Memristor_Crossbar.check_convergence()
      • Memristor_Crossbar.conductance_data
      • Memristor_Crossbar.conductance_init()
      • Memristor_Crossbar.conductances
      • Memristor_Crossbar.convergence_criterion()
      • Memristor_Crossbar.custom_shift()
      • Memristor_Crossbar.division_factor
      • Memristor_Crossbar.epochs
      • Memristor_Crossbar.errors
      • Memristor_Crossbar.experimental_data()
      • Memristor_Crossbar.fit()
      • Memristor_Crossbar.logic_currents
      • Memristor_Crossbar.max_value
      • Memristor_Crossbar.min_value
      • Memristor_Crossbar.multiplication_factor
      • Memristor_Crossbar.negative_target
      • Memristor_Crossbar.num_elements
      • Memristor_Crossbar.number_of_columns
      • Memristor_Crossbar.number_of_neurons
      • Memristor_Crossbar.number_of_rows
      • Memristor_Crossbar.plot_conductances()
      • Memristor_Crossbar.plot_error()
      • Memristor_Crossbar.plot_final_weights()
      • Memristor_Crossbar.plot_results()
      • Memristor_Crossbar.plot_weights()
      • Memristor_Crossbar.positive_target
      • Memristor_Crossbar.predict()
      • Memristor_Crossbar.predictions
      • Memristor_Crossbar.result
      • Memristor_Crossbar.save_data()
      • Memristor_Crossbar.saved_correct_conductances
      • Memristor_Crossbar.shift_lognormal()
      • Memristor_Crossbar.shifts
      • Memristor_Crossbar.test_set_width
      • Memristor_Crossbar.total_error()
      • Memristor_Crossbar.training_set_width
      • Memristor_Crossbar.update_weights()
      • Memristor_Crossbar.visualize_graphs()
      • Memristor_Crossbar.voltage_array()
  • Memristor_Crossbar_test Documentation
  • experimental_conductances Documentation
    • load_conductance_data()
  • training_simulation Documentation
    • define_testing_data()
    • define_testing_outputs()
    • define_training_data()
    • define_training_outputs()
    • setup_logging()
Memristor Crossbar Training class
  • Python Module Index

Python Module Index

m
 
m
- memristor_crossbar
    memristor_crossbar.experimental_conductances
    memristor_crossbar.Memristor_Crossbar
    memristor_crossbar.training_simulation

© Copyright 2024, Caterina Baldassini.